title

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Wuhan blood raport


Orginal data


Selecting correlated features

Selecting most correlated features with outcome. Selected features have correlation higher than 0.5 with outcome.

Parallel coordinates plot, illustrating dependency between blood features which have correlation with outcome higher than 0.7.


Heat map

By analyzing the markers for COVID detection, we decided to examine the correlation between them and the result, and then check how age affects the values blood features.


Very high amount of blood samples of people, which albumin and calcium level was both below normal expected values(3.5 g/dl and 2.1 mmol/l respectively), which are represented by horizontal and vertical line, are in group of people of high risk.